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» Stability and motor adaptation in human arm movements
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NIPS
2008
13 years 9 months ago
Using Bayesian Dynamical Systems for Motion Template Libraries
Motor primitives or motion templates have become an important concept for both modeling human motor control as well as generating robot behaviors using imitation learning. Recent ...
Silvia Chiappa, Jens Kober, Jan Peters
ICRA
2010
IEEE
164views Robotics» more  ICRA 2010»
13 years 6 months ago
Biomimetic motor behavior for simultaneous adaptation of force, impedance and trajectory in interaction tasks
— Interaction of a robot with dynamic environments would require continuous adaptation of force and impedance, which is generally not available in current robot systems. In contr...
Ganesh Gowrishankar, Alin Albu-Schäffer, Haru...
ICRA
2009
IEEE
117views Robotics» more  ICRA 2009»
13 years 5 months ago
Temporal stabilization of discrete movement in variable environments: An attractor dynamics approach
The ability to generate discrete movement with distinct and stable time courses is important for interaction scenarios both between different robots and with human partners, for ca...
Matthias Tuma, Ioannis Iossifidis, Gregor Schö...
IVA
2009
Springer
14 years 1 days ago
A Groovy Virtual Drumming Agent
This paper presents an architecture for an intelligent virtual agent that imitates human drumming behaviour. Through imitation, the agent models the user-specific variations that ...
Axel Tidemann, Pinar Öztürk, Yiannis Dem...
NPL
1998
135views more  NPL 1998»
13 years 7 months ago
Local Adaptive Subspace Regression
Abstract. Incremental learning of sensorimotor transformations in high dimensional spaces is one of the basic prerequisites for the success of autonomous robot devices as well as b...
Sethu Vijayakumar, Stefan Schaal